{"id":"W2957780669","doi":"10.1016/j.rmed.2019.07.013","title":"In response to Galindo-Filho et al. A mesh nebulizer is more effective than jet nebulizer during noninvasive ventilation of COPD subjects: A few practical points","year":2019,"lang":"en","type":"letter","venue":"Respiratory Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nebulizer; COPD; Medicine; Inhalation; Randomized controlled trial; Ventilation (architecture); Airway; Anesthesia; Internal medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002239932,0.0008908195,0.001363883,0.0006671043,0.002733995,0.003245255,0.001658583,0.04331369,0.006277801],"category_scores_gemma":[0.02402388,0.0005594011,0.001214991,0.0008413703,0.001450602,0.002986389,0.0008624677,0.03184862,0.007293316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531969,"about_ca_system_score_gemma":0.00270661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004967268,"about_ca_topic_score_gemma":0.007265216,"domain_scores_codex":[0.9979495,0.0004734693,0.0003700766,0.0003152013,0.0005699279,0.0003218042],"domain_scores_gemma":[0.9921902,0.003957837,0.0007110931,0.0001844816,0.002048353,0.0009080199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002188404,0.0001305372,0.001516252,0.0001189019,0.00003469396,0.005833784,0.0001658073,0.00008276408,0.000315459,0.001217491,0.9802551,0.01011035],"study_design_scores_gemma":[0.0005662633,0.000457069,0.005478703,0.0007447097,0.000110113,0.01366669,0.001373189,0.001288591,0.0008118553,0.009440554,0.9658741,0.0001882729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005558941,0.000641925,0.00006741082,0.9825791,0.01458677,0.0000127936,0.00006724773,0.00002615575,0.001462678],"genre_scores_gemma":[0.005189785,0.0009677596,0.0002513245,0.9505022,0.03741226,0.00003453088,0.00005720833,0.00002547991,0.005559393],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04331369,"threshold_uncertainty_score":0.03288186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708257008576544,"score_gpt":0.3445320571910669,"score_spread":0.3174494871053015,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}